XiaochenWang-PSU / MedHMPView external linksLinks
Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".
☆20Apr 10, 2024Updated last year
Alternatives and similar repositories for MedHMP
Users that are interested in MedHMP are comparing it to the libraries listed below
Sorting:
- ☆11Dec 18, 2023Updated 2 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆26Dec 5, 2021Updated 4 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- ☆39Feb 14, 2020Updated 6 years ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆26Aug 21, 2024Updated last year
- COVID-19 EHR data analysis pipeline☆28Dec 28, 2024Updated last year
- ☆39May 22, 2023Updated 2 years ago
- [NeurIPS 2025] This is the official repository for "RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis"☆26Nov 21, 2025Updated 2 months ago
- CIKM'24☆10Oct 26, 2024Updated last year
- This repository contains my research work on building the state of the art next basket recommendations using techniques such as Autoencod…☆11Mar 10, 2021Updated 4 years ago
- ☆30Apr 26, 2025Updated 9 months ago
- Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs☆14Updated this week
- This repository contains codes for Timeline model☆10Dec 18, 2018Updated 7 years ago
- ☆10Jun 28, 2023Updated 2 years ago
- Knowledge-Based System'24☆12May 28, 2024Updated last year
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- An offical implementation of EHRDiff [TMLR]☆31Jun 25, 2024Updated last year
- ☆13Jun 1, 2023Updated 2 years ago
- Source code for StageNet: Stage-Aware Neural Networks for Health Risk Prediction☆32May 7, 2025Updated 9 months ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆20Mar 19, 2025Updated 10 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆14Aug 1, 2023Updated 2 years ago
- General Healthcare Predictive Framework☆23Dec 6, 2025Updated 2 months ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆41Sep 19, 2024Updated last year
- The official implementation of TContext-GGAN☆14Apr 1, 2022Updated 3 years ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆22Apr 30, 2025Updated 9 months ago
- Code for the paper "ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation" (EMNLP'2…☆17Dec 11, 2024Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆42May 4, 2023Updated 2 years ago
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- This repository contains the code accompanying the paper "A Self-Guided Framework for Radiology Report Generation", accepted by MICCAI 20…☆20Mar 11, 2024Updated last year
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆22Nov 10, 2023Updated 2 years ago
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Dec 28, 2022Updated 3 years ago
- [NeurIPS 2025] BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals☆52Dec 11, 2025Updated 2 months ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Jun 18, 2025Updated 7 months ago
- This python tool enables a variety of mappings of ICD codes (International Classification of Diseases) to different medical concepts with…☆37Feb 7, 2026Updated last week
- [CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning☆37Apr 21, 2025Updated 9 months ago
- Multi-Behavior Recommendation-Papers☆32May 12, 2025Updated 9 months ago
- MICCAI 22 accepted paper “TranSQ: Transformer-based Semantic Query for Medical Report Generation“ for medical report generation☆27Sep 3, 2025Updated 5 months ago
- ☆28Aug 16, 2022Updated 3 years ago
- MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)☆36Sep 26, 2023Updated 2 years ago